This work develops a computationally efficient stability analysis method for the neutral delay differential systems. This method can be also conveniently applied for the optimal parameter tuning of related control systems. To facilitate this development, at each sampling grid point, the time derivative of the concerned differential system is first estimated by the differential quadrature method (DQM). The neutral delay differential system is then discretized as numbers of algebraic equations in the concerned duration. By combining the obtained discretized algebraic equations, the transition matrix of the two adjacent delay time durations can be explicitly established. Subsequently, the stability boundary is estimated, and the optimal parameters for the controller design are evaluated by searching the global minimum of the spectral radius of the transition matrix. In order to solve such optimization problems with the gradient descent algorithms, this work also analytically formulates the gradient of spectral radius of transition matrix with respect to the concerned parameters. In addition, a strong stability criterion is introduced to ensure better robustness. Finally, the proposed method is extensively verified by numeric examples, and the proposed differential quadrature method demonstrates good accuracy in both parameter tuning and stability region estimation for the neutral delay differential systems.

References

1.
Dong
,
W.
,
Ding
,
Y.
,
Zhu
,
X.
, and
Ding
,
H.
,
2015
, “
Optimal Proportional–Integral–Derivative Control of Time-Delay Systems Using the Differential Quadrature Method
,”
ASME J. Dyn. Syst., Meas., Control
,
137
(
10
), p.
101005
.
2.
Dong
,
W.
,
Gu
,
G.-Y.
,
Zhu
,
X.
, and
Ding
,
H.
,
2015
, “
Solving the Boundary Value Problem of an Under-Actuated Quadrotor With Subspace Stabilization Approach
,”
J. Intell. Rob. Syst.
,
80
(2), pp.
299
311
.
3.
Insperger
,
T.
,
Milton
,
J.
, and
Stepan
,
G.
,
2015
, “
Semi-Discretization and the Time-Delayed PDA Feedback Control of Human Balance
,”
IFAC-PapersOnLine
,
48
(
12
), pp.
93
98
.
4.
Insperger
,
T.
,
Milton
,
J.
, and
Stépán
,
G.
,
2013
, “
Acceleration Feedback Improves Balancing Against Reflex Delay
,”
J. R. Soc. Interface
,
10
(
79
), p.
20120763
.
5.
Welch
,
T. D.
, and
Ting
,
L. H.
,
2008
, “
A Feedback Model Reproduces Muscle Activity During Human Postural Responses to Support-Surface Translations
,”
J. Neurophysiol.
,
99
(
2
), pp.
1032
1038
.
6.
Vyasarayani
,
C.
,
2013
, “
Galerkin Approximations for Neutral Delay Differential Equations
,”
ASME J. Comput. Nonlinear Dyn.
,
8
(
2
), p.
021014
.
7.
Shao
,
C.
, and
Sheng
,
J.
,
2014
, “
The Framework for Linear Periodic Time-Delay Systems Based on Semi-Discretization: Stability Analysis and Control
,”
Asian J. Control
,
16
(
5
), pp.
1350
1360
.
8.
Sheng
,
J.
, and
Sun
,
J.
,
2005
, “
Feedback Controls and Optimal Gain Design of Delayed Periodic Linear Systems
,”
J. Vib. Control
,
11
(
2
), pp.
277
294
.
9.
Insperger
,
T.
, and
Stépán
,
G.
,
2011
,
Semi-Discretization for Time-Delay Systems: Stability and Engineering Applications
,
Springer
,
London
.
10.
Insperger
,
T.
, and
Stépán
,
G.
,
2002
, “
Semi-Discretization Method for Delayed Systems
,”
Int. J. Numer. Methods Eng.
,
55
(
5
), pp.
503
518
.
11.
Zhang
,
X.-Y.
, and
Sun
,
J.-Q.
,
2014
, “
A Note on the Stability of Linear Dynamical Systems With Time Delay
,”
J. Vib. Control
,
20
(
10
), pp.
1520
1527
.
12.
Michiels
,
W.
, and
Niculescu
,
S.-I.
,
2007
,
Stability and Stabilization of Time-Delay Systems
,
Society for Industrial and Applied Mathematics
,
Philadelphia, PA
.
13.
Gopalsamy
,
K.
,
2013
,
Stability and Oscillations in Delay Differential Equations of Population Dynamics
, Vol.
74
,
Springer Science & Business Media
,
New York
.
14.
Olgac
,
N.
, and
Sipahi
,
R.
,
2005
, “
The Cluster Treatment of Characteristic Roots and the Neutral Type Time-Delayed Systems
,”
ASME J. Dyn. Syst., Meas., Control
,
127
(
1
), pp.
88
97
.
15.
Ramakrishnan
,
K.
, and
Ray
,
G.
,
2012
, “
An Improved Delay-Dependent Stability Criterion for a Class of Lure Systems of Neutral Type
,”
ASME J. Dyn. Syst., Meas., Control
,
134
(
1
), p.
011008
.
16.
Ochoa
,
B.
, and
Mondie
,
S.
,
2007
, “
Approximations of Lyapunov–Krasovskii Functionals of Complete Type With Given Cross Terms in the Derivative for the Stability of Time Delay Systems
,”
IEEE Conference on Decision and Control
, pp.
2071
2076
.
17.
Gouaisbaut
,
F.
, and
Peaucelle
,
D.
,
2006
, “
Delay-Dependent Stability Analysis of Linear Time Delay Systems
,”
IFAC Proc. Vol.
,
39
(10), pp.
54
59
.
18.
Hale
,
J. K.
, and
Lunel
,
S. M. V.
,
1993
,
Introduction to Functional Differential Equations
,
Springer-Verlag
,
New York
.
19.
Hale
,
J. K.
, and
Lunel
,
S. M. V.
,
2002
, “
Strong Stabilization of Neutral Functional Differential Equations
,”
IMA J. Math. Control Inf.
,
19
(
1–2
), pp.
5
23
.
20.
Xu
,
Q.
, and
Wang
,
Z.
,
2014
, “
Exact Stability Test of Neutral Delay Differential Equations Via a Rough Estimation of the Testing Integral
,”
Int. J. Dyn. Control
,
2
(
2
), pp.
154
163
.
21.
Xu
,
Q.
,
Stepan
,
G.
, and
Wang
,
Z.
,
2016
, “
Delay-Dependent Stability Analysis by Using Delay-Independent Integral Evaluation
,”
Automatica
,
70
, pp.
153
157
.
22.
Xu
,
Q.
,
Shi
,
M.
, and
Wang
,
Z.
,
2016
, “
Stability and Delay Sensitivity of Neutral Fractional-Delay Systems
,”
Chaos: Interdiscip. J. Nonlinear Sci.
,
26
(
8
), p.
084301
.
23.
Shu
,
C.
,
2000
,
Differential Quadrature and Its Application in Engineering
,
Springer
,
Berlin
.
24.
Fung
,
T.
,
2001
, “
Solving Initial Value Problems by Differential Quadrature Method–Part 1: First-Order Equations
,”
Int. J. Numer. Methods Eng.
,
50
(
6
), pp.
1411
1427
.
25.
Ding
,
Y.
,
Zhu
,
L.
,
Zhang
,
X.
, and
Ding
,
H.
,
2013
, “
Stability Analysis of Milling Via the Differential Quadrature Method
,”
ASME J. Manuf. Sci. Eng.
,
135
(
4
), p.
044502
.
26.
Meyer
,
C. D.
,
2000
,
Matrix Analysis and Applied Linear Algebra
,
SIAM
,
Philadelphia, PA
.
27.
Mann
,
B.
, and
Patel
,
B.
,
2010
, “
Stability of Delay Equations Written as State Space Models
,”
J. Vib. Control
,
16
(
7–8
), pp.
1067
1085
.
28.
Zeidler
,
E.
,
2013
,
Nonlinear Functional Analysis and Its Applications: III: Variational Methods and Optimization
,
Springer Science & Business Media
,
New York
.
29.
Vyhlídal
,
T.
,
Michiels
,
W.
, and
McGahan
,
P.
,
2010
, “
Synthesis of Strongly Stable State-Derivative Controllers for a Time-Delay System Using Constrained Non-Smooth Optimization
,”
IMA J. Math. Control Inf.
,
27
(
4
), pp.
437
455
.
30.
Ding
,
Y.
,
Zhu
,
L.
,
Zhang
,
X.
, and
Ding
,
H.
,
2012
, “
Response Sensitivity Analysis of the Dynamic Milling Process Based on the Numerical Integration Method
,”
Chin. J. Mech. Eng.
,
25
(
5
), pp.
940
946
.
31.
Lax
,
P. D.
,
2007
,
Linear Algebra and Its Applications
,
Wiley-Interscience
,
New York
.
32.
Yang
,
W. Y.
,
Cao
,
W.
,
Chung
,
T.-S.
, and
Morris
,
J.
,
2005
,
Applied Numerical Methods Using MATLAB
,
Wiley
,
Hoboken, NJ
.
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